Circulating Tumor DNA Tracking Through Driver Mutations as a Liquid Biopsy-Based Biomarker for Uveal Melanoma

Detalhes bibliográficos
Autor(a) principal: Bustamante, P
Data de Publicação: 2021
Outros Autores: Tsering, T, Coblentz, J, Mastromonaco, C, Abdouh, M, Fonseca, C, Proença, RP, Blanchard, N, Dugé, CL, Andujar, RAS, Youhnovska, E, Burnier, MN, Callejo, SA, Burnier, JV
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.17/4362
Resumo: Background: Uveal melanoma (UM) is the most common intraocular tumor in adults. Despite good primary tumor control, up to 50% of patients develop metastasis, which is lethal. UM often presents asymptomatically and is usually diagnosed by clinical examination and imaging, making it one of the few cancer types diagnosed without a biopsy. Hence, alternative diagnostic tools are needed. Circulating tumor DNA (ctDNA) has shown potential as a liquid biopsy target for cancer screening and monitoring. The aim of this study was to evaluate the feasibility and clinical utility of ctDNA detection in UM using specific UM gene mutations. Methods: We used the highly sensitive digital droplet PCR (ddPCR) assay to quantify UM driver mutations (GNAQ, GNA11, PLCβ4 and CYSTLR2) in cell-free DNA (cfDNA). cfDNA was analyzed in six well established human UM cell lines with known mutational status. cfDNA was analyzed in the blood and aqueous humor of an UM rabbit model and in the blood of patients. Rabbits were inoculated with human UM cells into the suprachoroidal space, and mutated ctDNA was quantified from longitudinal peripheral blood and aqueous humor draws. Blood clinical specimens were obtained from primary UM patients (n = 14), patients presenting with choroidal nevi (n = 16) and healthy individuals (n = 15). Results: The in vitro model validated the specificity and accuracy of ddPCR to detect mutated cfDNA from UM cell supernatant. In the rabbit model, plasma and aqueous humor levels of ctDNA correlated with tumor growth. Notably, the detection of ctDNA preceded clinical detection of the intraocular tumor. In human specimens, while we did not detect any trace of ctDNA in healthy controls, we detected ctDNA in all UM patients. We observed that UM patients had significantly higher levels of ctDNA than patients with nevi, with a strong correlation between ctDNA levels and malignancy. Noteworthy, in patients with nevi, the levels of ctDNA highly correlated with the presence of clinical risk factors. Conclusions: We report, for the first time, compelling evidence from in vitro assays, and in vivo animal model and clinical specimens for the potential of mutated ctDNA as a biomarker of UM progression. These findings pave the way towards the implementation of a liquid biopsy to detect and monitor UM tumors.
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spelling Circulating Tumor DNA Tracking Through Driver Mutations as a Liquid Biopsy-Based Biomarker for Uveal MelanomaAnimal modelBiomarkerChoroidal neviCirculating tumor DNAClinical specimensIn vitro studyLiquid biopsyMutated driver genesUveal melanomaHSAC OFTBackground: Uveal melanoma (UM) is the most common intraocular tumor in adults. Despite good primary tumor control, up to 50% of patients develop metastasis, which is lethal. UM often presents asymptomatically and is usually diagnosed by clinical examination and imaging, making it one of the few cancer types diagnosed without a biopsy. Hence, alternative diagnostic tools are needed. Circulating tumor DNA (ctDNA) has shown potential as a liquid biopsy target for cancer screening and monitoring. The aim of this study was to evaluate the feasibility and clinical utility of ctDNA detection in UM using specific UM gene mutations. Methods: We used the highly sensitive digital droplet PCR (ddPCR) assay to quantify UM driver mutations (GNAQ, GNA11, PLCβ4 and CYSTLR2) in cell-free DNA (cfDNA). cfDNA was analyzed in six well established human UM cell lines with known mutational status. cfDNA was analyzed in the blood and aqueous humor of an UM rabbit model and in the blood of patients. Rabbits were inoculated with human UM cells into the suprachoroidal space, and mutated ctDNA was quantified from longitudinal peripheral blood and aqueous humor draws. Blood clinical specimens were obtained from primary UM patients (n = 14), patients presenting with choroidal nevi (n = 16) and healthy individuals (n = 15). Results: The in vitro model validated the specificity and accuracy of ddPCR to detect mutated cfDNA from UM cell supernatant. In the rabbit model, plasma and aqueous humor levels of ctDNA correlated with tumor growth. Notably, the detection of ctDNA preceded clinical detection of the intraocular tumor. In human specimens, while we did not detect any trace of ctDNA in healthy controls, we detected ctDNA in all UM patients. We observed that UM patients had significantly higher levels of ctDNA than patients with nevi, with a strong correlation between ctDNA levels and malignancy. Noteworthy, in patients with nevi, the levels of ctDNA highly correlated with the presence of clinical risk factors. Conclusions: We report, for the first time, compelling evidence from in vitro assays, and in vivo animal model and clinical specimens for the potential of mutated ctDNA as a biomarker of UM progression. These findings pave the way towards the implementation of a liquid biopsy to detect and monitor UM tumors.Biomed CentralRepositório do Centro Hospitalar Universitário de Lisboa Central, EPEBustamante, PTsering, TCoblentz, JMastromonaco, CAbdouh, MFonseca, CProença, RPBlanchard, NDugé, CLAndujar, RASYouhnovska, EBurnier, MNCallejo, SABurnier, JV2023-01-26T16:14:40Z20212021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.17/4362engJ Exp Clin Cancer Res . 2021 Jun 16;40(1):19610.1186/s13046-021-01984-winfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-10T09:46:16Zoai:repositorio.chlc.min-saude.pt:10400.17/4362Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:21:41.385107Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Circulating Tumor DNA Tracking Through Driver Mutations as a Liquid Biopsy-Based Biomarker for Uveal Melanoma
title Circulating Tumor DNA Tracking Through Driver Mutations as a Liquid Biopsy-Based Biomarker for Uveal Melanoma
spellingShingle Circulating Tumor DNA Tracking Through Driver Mutations as a Liquid Biopsy-Based Biomarker for Uveal Melanoma
Bustamante, P
Animal model
Biomarker
Choroidal nevi
Circulating tumor DNA
Clinical specimens
In vitro study
Liquid biopsy
Mutated driver genes
Uveal melanoma
HSAC OFT
title_short Circulating Tumor DNA Tracking Through Driver Mutations as a Liquid Biopsy-Based Biomarker for Uveal Melanoma
title_full Circulating Tumor DNA Tracking Through Driver Mutations as a Liquid Biopsy-Based Biomarker for Uveal Melanoma
title_fullStr Circulating Tumor DNA Tracking Through Driver Mutations as a Liquid Biopsy-Based Biomarker for Uveal Melanoma
title_full_unstemmed Circulating Tumor DNA Tracking Through Driver Mutations as a Liquid Biopsy-Based Biomarker for Uveal Melanoma
title_sort Circulating Tumor DNA Tracking Through Driver Mutations as a Liquid Biopsy-Based Biomarker for Uveal Melanoma
author Bustamante, P
author_facet Bustamante, P
Tsering, T
Coblentz, J
Mastromonaco, C
Abdouh, M
Fonseca, C
Proença, RP
Blanchard, N
Dugé, CL
Andujar, RAS
Youhnovska, E
Burnier, MN
Callejo, SA
Burnier, JV
author_role author
author2 Tsering, T
Coblentz, J
Mastromonaco, C
Abdouh, M
Fonseca, C
Proença, RP
Blanchard, N
Dugé, CL
Andujar, RAS
Youhnovska, E
Burnier, MN
Callejo, SA
Burnier, JV
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório do Centro Hospitalar Universitário de Lisboa Central, EPE
dc.contributor.author.fl_str_mv Bustamante, P
Tsering, T
Coblentz, J
Mastromonaco, C
Abdouh, M
Fonseca, C
Proença, RP
Blanchard, N
Dugé, CL
Andujar, RAS
Youhnovska, E
Burnier, MN
Callejo, SA
Burnier, JV
dc.subject.por.fl_str_mv Animal model
Biomarker
Choroidal nevi
Circulating tumor DNA
Clinical specimens
In vitro study
Liquid biopsy
Mutated driver genes
Uveal melanoma
HSAC OFT
topic Animal model
Biomarker
Choroidal nevi
Circulating tumor DNA
Clinical specimens
In vitro study
Liquid biopsy
Mutated driver genes
Uveal melanoma
HSAC OFT
description Background: Uveal melanoma (UM) is the most common intraocular tumor in adults. Despite good primary tumor control, up to 50% of patients develop metastasis, which is lethal. UM often presents asymptomatically and is usually diagnosed by clinical examination and imaging, making it one of the few cancer types diagnosed without a biopsy. Hence, alternative diagnostic tools are needed. Circulating tumor DNA (ctDNA) has shown potential as a liquid biopsy target for cancer screening and monitoring. The aim of this study was to evaluate the feasibility and clinical utility of ctDNA detection in UM using specific UM gene mutations. Methods: We used the highly sensitive digital droplet PCR (ddPCR) assay to quantify UM driver mutations (GNAQ, GNA11, PLCβ4 and CYSTLR2) in cell-free DNA (cfDNA). cfDNA was analyzed in six well established human UM cell lines with known mutational status. cfDNA was analyzed in the blood and aqueous humor of an UM rabbit model and in the blood of patients. Rabbits were inoculated with human UM cells into the suprachoroidal space, and mutated ctDNA was quantified from longitudinal peripheral blood and aqueous humor draws. Blood clinical specimens were obtained from primary UM patients (n = 14), patients presenting with choroidal nevi (n = 16) and healthy individuals (n = 15). Results: The in vitro model validated the specificity and accuracy of ddPCR to detect mutated cfDNA from UM cell supernatant. In the rabbit model, plasma and aqueous humor levels of ctDNA correlated with tumor growth. Notably, the detection of ctDNA preceded clinical detection of the intraocular tumor. In human specimens, while we did not detect any trace of ctDNA in healthy controls, we detected ctDNA in all UM patients. We observed that UM patients had significantly higher levels of ctDNA than patients with nevi, with a strong correlation between ctDNA levels and malignancy. Noteworthy, in patients with nevi, the levels of ctDNA highly correlated with the presence of clinical risk factors. Conclusions: We report, for the first time, compelling evidence from in vitro assays, and in vivo animal model and clinical specimens for the potential of mutated ctDNA as a biomarker of UM progression. These findings pave the way towards the implementation of a liquid biopsy to detect and monitor UM tumors.
publishDate 2021
dc.date.none.fl_str_mv 2021
2021-01-01T00:00:00Z
2023-01-26T16:14:40Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.17/4362
url http://hdl.handle.net/10400.17/4362
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv J Exp Clin Cancer Res . 2021 Jun 16;40(1):196
10.1186/s13046-021-01984-w
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Biomed Central
publisher.none.fl_str_mv Biomed Central
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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